Dataset statistics
| Number of variables | 20 |
|---|---|
| Number of observations | 2310 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 224 |
| Duplicate rows (%) | 9.7% |
| Total size in memory | 361.1 KiB |
| Average record size in memory | 160.1 B |
Variable types
| NUM | 17 |
|---|---|
| CAT | 3 |
Reproduction
| Analysis started | 2020-08-25 01:50:34.186449 |
|---|---|
| Analysis finished | 2020-08-25 01:51:20.091331 |
| Duration | 45.9 seconds |
| Version | pandas-profiling v2.8.0 |
| Command line | pandas_profiling --config_file config.yaml [YOUR_FILE.csv] |
| Download configuration | config.yaml |
region-pixel-count has constant value "9.0" | Constant |
| Dataset has 224 (9.7%) duplicate rows | Duplicates |
rawred-mean is highly correlated with intensity-mean and 3 other fields | High correlation |
intensity-mean is highly correlated with rawred-mean and 3 other fields | High correlation |
rawblue-mean is highly correlated with intensity-mean and 3 other fields | High correlation |
rawgreen-mean is highly correlated with intensity-mean and 3 other fields | High correlation |
value-mean is highly correlated with intensity-mean and 3 other fields | High correlation |
vedge-mean has 48 (2.1%) zeros | Zeros |
vedge-sd has 49 (2.1%) zeros | Zeros |
hedge-mean has 48 (2.1%) zeros | Zeros |
hedge-sd has 49 (2.1%) zeros | Zeros |
intensity-mean has 47 (2.0%) zeros | Zeros |
rawred-mean has 138 (6.0%) zeros | Zeros |
rawblue-mean has 47 (2.0%) zeros | Zeros |
rawgreen-mean has 117 (5.1%) zeros | Zeros |
exred-mean has 50 (2.2%) zeros | Zeros |
exblue-mean has 48 (2.1%) zeros | Zeros |
exgreen-mean has 47 (2.0%) zeros | Zeros |
value-mean has 47 (2.0%) zeros | Zeros |
saturatoin-mean has 47 (2.0%) zeros | Zeros |
hue-mean has 47 (2.0%) zeros | Zeros |
target has 330 (14.3%) zeros | Zeros |
region-centroid-col
Real number (ℝ≥0)
| Distinct count | 253 |
|---|---|
| Unique (%) | 11.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 124.91385281385281 |
|---|---|
| Minimum | 1.0 |
| Maximum | 254.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 18.2 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 14 |
| Q1 | 62 |
| median | 121 |
| Q3 | 189 |
| 95-th percentile | 239 |
| Maximum | 254 |
| Range | 253 |
| Interquartile range (IQR) | 127 |
Descriptive statistics
| Standard deviation | 72.95653249 |
|---|---|
| Coefficient of variation (CV) | 0.5840547773 |
| Kurtosis | -1.21587097 |
| Mean | 124.9138528 |
| Median Absolute Deviation (MAD) | 63 |
| Skewness | 0.05255950751 |
| Sum | 288551 |
| Variance | 5322.655633 |
| Value | Count | Frequency (%) | |
| 140 | 20 | 0.9% | |
| 96 | 20 | 0.9% | |
| 58 | 20 | 0.9% | |
| 189 | 18 | 0.8% | |
| 23 | 18 | 0.8% | |
| 121 | 17 | 0.7% | |
| 18 | 17 | 0.7% | |
| 142 | 16 | 0.7% | |
| 33 | 16 | 0.7% | |
| 37 | 16 | 0.7% | |
| 14 | 16 | 0.7% | |
| 75 | 15 | 0.6% | |
| 217 | 15 | 0.6% | |
| 86 | 15 | 0.6% | |
| 103 | 15 | 0.6% | |
| 80 | 14 | 0.6% | |
| 78 | 14 | 0.6% | |
| 226 | 14 | 0.6% | |
| 68 | 14 | 0.6% | |
| 2 | 14 | 0.6% | |
| 112 | 14 | 0.6% | |
| 174 | 14 | 0.6% | |
| 97 | 14 | 0.6% | |
| 186 | 14 | 0.6% | |
| 38 | 13 | 0.6% | |
| Other values (228) | 1917 | 83.0% |
| Value | Count | Frequency (%) | |
| 1 | 5 | 0.2% | |
| 2 | 14 | 0.6% | |
| 3 | 4 | 0.2% | |
| 4 | 12 | 0.5% | |
| 5 | 5 | 0.2% | |
| 6 | 11 | 0.5% | |
| 7 | 9 | 0.4% | |
| 8 | 10 | 0.4% | |
| 9 | 11 | 0.5% | |
| 10 | 9 | 0.4% |
| Value | Count | Frequency (%) | |
| 254 | 4 | 0.2% | |
| 253 | 5 | 0.2% | |
| 252 | 13 | 0.6% | |
| 251 | 4 | 0.2% | |
| 250 | 8 | 0.3% | |
| 249 | 7 | 0.3% | |
| 248 | 7 | 0.3% | |
| 247 | 7 | 0.3% | |
| 245 | 12 | 0.5% | |
| 244 | 9 | 0.4% |
region-centroid-row
Real number (ℝ≥0)
| Distinct count | 238 |
|---|---|
| Unique (%) | 10.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 123.41731601731601 |
|---|---|
| Minimum | 11.0 |
| Maximum | 251.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 18.2 KiB |
Quantile statistics
| Minimum | 11 |
|---|---|
| 5-th percentile | 30 |
| Q1 | 81 |
| median | 122 |
| Q3 | 172 |
| 95-th percentile | 220 |
| Maximum | 251 |
| Range | 240 |
| Interquartile range (IQR) | 91 |
Descriptive statistics
| Standard deviation | 57.48385092 |
|---|---|
| Coefficient of variation (CV) | 0.4657681173 |
| Kurtosis | -0.7504723612 |
| Mean | 123.417316 |
| Median Absolute Deviation (MAD) | 42 |
| Skewness | 0.1049833789 |
| Sum | 285094 |
| Variance | 3304.393117 |
| Value | Count | Frequency (%) | |
| 124 | 29 | 1.3% | |
| 116 | 25 | 1.1% | |
| 89 | 24 | 1.0% | |
| 111 | 24 | 1.0% | |
| 90 | 23 | 1.0% | |
| 189 | 23 | 1.0% | |
| 120 | 22 | 1.0% | |
| 135 | 22 | 1.0% | |
| 182 | 22 | 1.0% | |
| 134 | 22 | 1.0% | |
| 133 | 21 | 0.9% | |
| 190 | 20 | 0.9% | |
| 115 | 20 | 0.9% | |
| 125 | 20 | 0.9% | |
| 138 | 19 | 0.8% | |
| 185 | 19 | 0.8% | |
| 123 | 19 | 0.8% | |
| 62 | 19 | 0.8% | |
| 137 | 19 | 0.8% | |
| 122 | 19 | 0.8% | |
| 145 | 18 | 0.8% | |
| 102 | 18 | 0.8% | |
| 186 | 17 | 0.7% | |
| 113 | 17 | 0.7% | |
| 57 | 17 | 0.7% | |
| Other values (213) | 1792 | 77.6% |
| Value | Count | Frequency (%) | |
| 11 | 3 | 0.1% | |
| 12 | 5 | 0.2% | |
| 13 | 10 | 0.4% | |
| 14 | 3 | 0.1% | |
| 15 | 9 | 0.4% | |
| 16 | 4 | 0.2% | |
| 17 | 7 | 0.3% | |
| 18 | 9 | 0.4% | |
| 19 | 7 | 0.3% | |
| 20 | 8 | 0.3% |
| Value | Count | Frequency (%) | |
| 251 | 1 | < 0.1% | |
| 250 | 2 | 0.1% | |
| 249 | 6 | 0.3% | |
| 248 | 4 | 0.2% | |
| 247 | 3 | 0.1% | |
| 246 | 6 | 0.3% | |
| 245 | 6 | 0.3% | |
| 244 | 4 | 0.2% | |
| 243 | 3 | 0.1% | |
| 242 | 3 | 0.1% |
| Distinct count | 1 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 18.2 KiB |
| 9 |
|---|
| Value | Count | Frequency (%) | |
| 9 | 2310 | 100.0% |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Most occurring characters
| Value | Count | Frequency (%) | |
| 9 | 2310 | 33.3% | |
| . | 2310 | 33.3% | |
| 0 | 2310 | 33.3% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Decimal Number | 4620 | 66.7% | |
| Other Punctuation | 2310 | 33.3% |
Most frequent Decimal Number characters
| Value | Count | Frequency (%) | |
| 9 | 2310 | 50.0% | |
| 0 | 2310 | 50.0% |
Most frequent Other Punctuation characters
| Value | Count | Frequency (%) | |
| . | 2310 | 100.0% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Common | 6930 | 100.0% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 9 | 2310 | 33.3% | |
| . | 2310 | 33.3% | |
| 0 | 2310 | 33.3% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 6930 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| 9 | 2310 | 33.3% | |
| . | 2310 | 33.3% | |
| 0 | 2310 | 33.3% |
short-line-density-5
Categorical
| Distinct count | 4 |
|---|---|
| Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 18.2 KiB |
| 0 | |
|---|---|
| 0.11111111 | 259 |
| 0.22222222 | 18 |
| 0.33333334 | 1 |
| Value | Count | Frequency (%) | |
| 0 | 2032 | 88.0% | |
| 0.11111111 | 259 | 11.2% | |
| 0.22222222 | 18 | 0.8% | |
| 0.33333334 | 1 | < 0.1% |
Length
| Max length | 10 |
|---|---|
| Median length | 3 |
| Mean length | 3.842424242 |
| Min length | 3 |
Most occurring characters
| Value | Count | Frequency (%) | |
| 0 | 4342 | 48.9% | |
| . | 2310 | 26.0% | |
| 1 | 2072 | 23.3% | |
| 2 | 144 | 1.6% | |
| 3 | 7 | 0.1% | |
| 4 | 1 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Decimal Number | 6566 | 74.0% | |
| Other Punctuation | 2310 | 26.0% |
Most frequent Decimal Number characters
| Value | Count | Frequency (%) | |
| 0 | 4342 | 66.1% | |
| 1 | 2072 | 31.6% | |
| 2 | 144 | 2.2% | |
| 3 | 7 | 0.1% | |
| 4 | 1 | < 0.1% |
Most frequent Other Punctuation characters
| Value | Count | Frequency (%) | |
| . | 2310 | 100.0% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Common | 8876 | 100.0% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 0 | 4342 | 48.9% | |
| . | 2310 | 26.0% | |
| 1 | 2072 | 23.3% | |
| 2 | 144 | 1.6% | |
| 3 | 7 | 0.1% | |
| 4 | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 8876 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| 0 | 4342 | 48.9% | |
| . | 2310 | 26.0% | |
| 1 | 2072 | 23.3% | |
| 2 | 144 | 1.6% | |
| 3 | 7 | 0.1% | |
| 4 | 1 | < 0.1% |
short-line-density-2
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 18.2 KiB |
| 0 | |
|---|---|
| 0.11111111 | 82 |
| 0.22222222 | 8 |
| Value | Count | Frequency (%) | |
| 0 | 2220 | 96.1% | |
| 0.11111111 | 82 | 3.5% | |
| 0.22222222 | 8 | 0.3% |
Length
| Max length | 10 |
|---|---|
| Median length | 3 |
| Mean length | 3.272727273 |
| Min length | 3 |
Most occurring characters
| Value | Count | Frequency (%) | |
| 0 | 4530 | 59.9% | |
| . | 2310 | 30.6% | |
| 1 | 656 | 8.7% | |
| 2 | 64 | 0.8% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Decimal Number | 5250 | 69.4% | |
| Other Punctuation | 2310 | 30.6% |
Most frequent Decimal Number characters
| Value | Count | Frequency (%) | |
| 0 | 4530 | 86.3% | |
| 1 | 656 | 12.5% | |
| 2 | 64 | 1.2% |
Most frequent Other Punctuation characters
| Value | Count | Frequency (%) | |
| . | 2310 | 100.0% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Common | 7560 | 100.0% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 0 | 4530 | 59.9% | |
| . | 2310 | 30.6% | |
| 1 | 656 | 8.7% | |
| 2 | 64 | 0.8% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 7560 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| 0 | 4530 | 59.9% | |
| . | 2310 | 30.6% | |
| 1 | 656 | 8.7% | |
| 2 | 64 | 0.8% |
| Distinct count | 647 |
|---|---|
| Unique (%) | 28.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.893939392176191 |
|---|---|
| Minimum | 0.0 |
| Maximum | 29.222221 |
| Zeros | 48 |
| Zeros (%) | 2.1% |
| Memory size | 18.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.22222222 |
| Q1 | 0.7222215575 |
| median | 1.2222239 |
| Q3 | 2.166666925 |
| 95-th percentile | 4.697221475 |
| Maximum | 29.222221 |
| Range | 29.222221 |
| Interquartile range (IQR) | 1.444445367 |
Descriptive statistics
| Standard deviation | 2.698907966 |
|---|---|
| Coefficient of variation (CV) | 1.425023407 |
| Kurtosis | 39.05829654 |
| Mean | 1.893939392 |
| Median Absolute Deviation (MAD) | 0.6666654 |
| Skewness | 5.554212332 |
| Sum | 4374.999996 |
| Variance | 7.284104208 |
| Value | Count | Frequency (%) | |
| 0 | 48 | 2.1% | |
| 0.6666667 | 27 | 1.2% | |
| 0.5 | 26 | 1.1% | |
| 1 | 25 | 1.1% | |
| 0.8333333 | 24 | 1.0% | |
| 0.44444442 | 19 | 0.8% | |
| 1.6666666 | 19 | 0.8% | |
| 0.5555555 | 18 | 0.8% | |
| 0.33333334 | 16 | 0.7% | |
| 1.1666666 | 16 | 0.7% | |
| 2.277778 | 16 | 0.7% | |
| 0.7777774 | 14 | 0.6% | |
| 1.5 | 14 | 0.6% | |
| 0.6111111 | 14 | 0.6% | |
| 1.5555553 | 14 | 0.6% | |
| 2.4444444 | 14 | 0.6% | |
| 0.944444 | 13 | 0.6% | |
| 0.72222227 | 13 | 0.6% | |
| 0.88888884 | 13 | 0.6% | |
| 0.94444466 | 13 | 0.6% | |
| 1.888889 | 13 | 0.6% | |
| 0.6111107 | 13 | 0.6% | |
| 1.111111 | 13 | 0.6% | |
| 0.7222226 | 13 | 0.6% | |
| 1.722222 | 13 | 0.6% | |
| Other values (622) | 1869 | 80.9% |
| Value | Count | Frequency (%) | |
| 0 | 48 | 2.1% | |
| 0.055555504 | 2 | 0.1% | |
| 0.055555552 | 1 | < 0.1% | |
| 0.055555556 | 5 | 0.2% | |
| 0.055555563 | 7 | 0.3% | |
| 0.055555582 | 1 | < 0.1% | |
| 0.11111108 | 4 | 0.2% | |
| 0.111111104 | 1 | < 0.1% | |
| 0.11111111 | 4 | 0.2% | |
| 0.11111113 | 9 | 0.4% |
| Value | Count | Frequency (%) | |
| 29.222221 | 1 | < 0.1% | |
| 27.944443 | 1 | < 0.1% | |
| 27.277779 | 1 | < 0.1% | |
| 25.5 | 2 | 0.1% | |
| 24.555555 | 1 | < 0.1% | |
| 24.388891 | 2 | 0.1% | |
| 24.33333 | 1 | < 0.1% | |
| 22.388887 | 1 | < 0.1% | |
| 22.166666 | 1 | < 0.1% | |
| 22.055555 | 1 | < 0.1% |
| Distinct count | 1794 |
|---|---|
| Unique (%) | 77.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.709319999043291 |
|---|---|
| Minimum | 0.0 |
| Maximum | 991.7184 |
| Zeros | 49 |
| Zeros (%) | 2.1% |
| Memory size | 18.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.06296294 |
| Q1 | 0.3555547375 |
| median | 0.83333297 |
| Q3 | 1.8063675 |
| 95-th percentile | 7.54074 |
| Maximum | 991.7184 |
| Range | 991.7184 |
| Interquartile range (IQR) | 1.450812763 |
Descriptive statistics
| Standard deviation | 44.84645655 |
|---|---|
| Coefficient of variation (CV) | 7.854955854 |
| Kurtosis | 230.9562603 |
| Mean | 5.709319999 |
| Median Absolute Deviation (MAD) | 0.584911165 |
| Skewness | 14.21761354 |
| Sum | 13188.5292 |
| Variance | 2011.204665 |
| Value | Count | Frequency (%) | |
| 0 | 49 | 2.1% | |
| 0.029629637 | 8 | 0.3% | |
| 0.17213261 | 7 | 0.3% | |
| 0.24074072 | 6 | 0.3% | |
| 0.13333334 | 6 | 0.3% | |
| 0.15185185 | 6 | 0.3% | |
| 1.0074071 | 5 | 0.2% | |
| 0.37407416 | 5 | 0.2% | |
| 0.3296295 | 5 | 0.2% | |
| 0.06296293 | 5 | 0.2% | |
| 0.077777766 | 5 | 0.2% | |
| 0.12222223 | 5 | 0.2% | |
| 0.029629631 | 5 | 0.2% | |
| 0.06296294 | 4 | 0.2% | |
| 1.129629 | 4 | 0.2% | |
| 0.62360954 | 4 | 0.2% | |
| 0.12222217 | 4 | 0.2% | |
| 0.06296298 | 4 | 0.2% | |
| 0.118518494 | 4 | 0.2% | |
| 1.1434193 | 4 | 0.2% | |
| 0.25185165 | 4 | 0.2% | |
| 0.06296301 | 4 | 0.2% | |
| 0.13608277 | 4 | 0.2% | |
| 0.13608278 | 4 | 0.2% | |
| 0.17213255 | 4 | 0.2% | |
| Other values (1769) | 2145 | 92.9% |
| Value | Count | Frequency (%) | |
| 0 | 49 | 2.1% | |
| 0.01851813 | 1 | < 0.1% | |
| 0.018518483 | 1 | < 0.1% | |
| 0.018518496 | 2 | 0.1% | |
| 0.018518511 | 1 | < 0.1% | |
| 0.018518519 | 1 | < 0.1% | |
| 0.01851852 | 2 | 0.1% | |
| 0.018518524 | 3 | 0.1% | |
| 0.018518528 | 2 | 0.1% | |
| 0.018518535 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 991.7184 | 1 | < 0.1% | |
| 752.24066 | 1 | < 0.1% | |
| 749.76294 | 1 | < 0.1% | |
| 688.0741 | 1 | < 0.1% | |
| 572.9964 | 2 | 0.1% | |
| 530.5518 | 1 | < 0.1% | |
| 442.17786 | 1 | < 0.1% | |
| 375.09625 | 1 | < 0.1% | |
| 374.5964 | 1 | < 0.1% | |
| 356.16672 | 1 | < 0.1% |
| Distinct count | 702 |
|---|---|
| Unique (%) | 30.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.4247234040982684 |
|---|---|
| Minimum | 0.0 |
| Maximum | 44.722225 |
| Zeros | 48 |
| Zeros (%) | 2.1% |
| Memory size | 18.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.22222225 |
| Q1 | 0.7777799 |
| median | 1.4444441 |
| Q3 | 2.5555556 |
| 95-th percentile | 7.97500025 |
| Maximum | 44.722225 |
| Range | 44.722225 |
| Interquartile range (IQR) | 1.7777757 |
Descriptive statistics
| Standard deviation | 3.610083744 |
|---|---|
| Coefficient of variation (CV) | 1.488864148 |
| Kurtosis | 40.57214906 |
| Mean | 2.424723404 |
| Median Absolute Deviation (MAD) | 0.7777774 |
| Skewness | 5.319949089 |
| Sum | 5601.111063 |
| Variance | 13.03270464 |
| Value | Count | Frequency (%) | |
| 0 | 48 | 2.1% | |
| 0.8333333 | 36 | 1.6% | |
| 0.6666667 | 27 | 1.2% | |
| 1.3333334 | 22 | 1.0% | |
| 1.8333334 | 20 | 0.9% | |
| 1 | 20 | 0.9% | |
| 1.1666666 | 18 | 0.8% | |
| 2.1111114 | 16 | 0.7% | |
| 2 | 15 | 0.6% | |
| 1.6666666 | 14 | 0.6% | |
| 1.111111 | 14 | 0.6% | |
| 0.72222215 | 14 | 0.6% | |
| 2.6666667 | 13 | 0.6% | |
| 2.8333333 | 13 | 0.6% | |
| 1.0555559 | 13 | 0.6% | |
| 0.6111111 | 13 | 0.6% | |
| 0.5 | 13 | 0.6% | |
| 0.7777786 | 13 | 0.6% | |
| 1.5 | 13 | 0.6% | |
| 0.88888806 | 13 | 0.6% | |
| 1.388889 | 13 | 0.6% | |
| 0.4444445 | 13 | 0.6% | |
| 0.33333334 | 12 | 0.5% | |
| 0.7777774 | 12 | 0.5% | |
| 2.222222 | 12 | 0.5% | |
| Other values (677) | 1880 | 81.4% |
| Value | Count | Frequency (%) | |
| 0 | 48 | 2.1% | |
| 0.055555504 | 1 | < 0.1% | |
| 0.05555554 | 2 | 0.1% | |
| 0.055555556 | 10 | 0.4% | |
| 0.055555563 | 1 | < 0.1% | |
| 0.11111111 | 9 | 0.4% | |
| 0.11111113 | 9 | 0.4% | |
| 0.16666664 | 1 | < 0.1% | |
| 0.16666666 | 1 | < 0.1% | |
| 0.16666667 | 4 | 0.2% |
| Value | Count | Frequency (%) | |
| 44.722225 | 2 | 0.1% | |
| 43.333332 | 1 | < 0.1% | |
| 34.61111 | 1 | < 0.1% | |
| 33.444447 | 1 | < 0.1% | |
| 31.222223 | 1 | < 0.1% | |
| 29.888887 | 1 | < 0.1% | |
| 27.277779 | 2 | 0.1% | |
| 26.611113 | 2 | 0.1% | |
| 26.444445 | 2 | 0.1% | |
| 25.277779 | 1 | < 0.1% |
| Distinct count | 1799 |
|---|---|
| Unique (%) | 77.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.243692053240306 |
|---|---|
| Minimum | -1.5894573e-08 |
| Maximum | 1386.3292 |
| Zeros | 49 |
| Zeros (%) | 2.1% |
| Memory size | 18.2 KiB |
Quantile statistics
| Minimum | -1.5894573e-08 |
|---|---|
| 5-th percentile | 0.07407396575 |
| Q1 | 0.421637325 |
| median | 0.96296332 |
| Q3 | 2.1832685 |
| 95-th percentile | 18.9690819 |
| Maximum | 1386.3292 |
| Range | 1386.3292 |
| Interquartile range (IQR) | 1.761631175 |
Descriptive statistics
| Standard deviation | 58.81151722 |
|---|---|
| Coefficient of variation (CV) | 7.134123502 |
| Kurtosis | 339.2208504 |
| Mean | 8.243692053 |
| Median Absolute Deviation (MAD) | 0.69079792 |
| Skewness | 16.90092982 |
| Sum | 19042.92864 |
| Variance | 3458.794558 |
| Value | Count | Frequency (%) | |
| 0 | 49 | 2.1% | |
| 0.13608277 | 9 | 0.4% | |
| 0.029629637 | 7 | 0.3% | |
| 0.17213261 | 7 | 0.3% | |
| 0.1518519 | 5 | 0.2% | |
| 0.06296298 | 5 | 0.2% | |
| 0.074074075 | 5 | 0.2% | |
| 0.029629635 | 5 | 0.2% | |
| 0.20740739 | 5 | 0.2% | |
| 0.2721655 | 5 | 0.2% | |
| 0.13333334 | 5 | 0.2% | |
| 0.15185186 | 4 | 0.2% | |
| 0.34426522 | 4 | 0.2% | |
| 0.08888887 | 4 | 0.2% | |
| 0.71232533 | 4 | 0.2% | |
| 0.3277307 | 4 | 0.2% | |
| 0.31111118 | 4 | 0.2% | |
| 0.4444444 | 4 | 0.2% | |
| 0.4036867 | 4 | 0.2% | |
| 0.96296287 | 4 | 0.2% | |
| 0.49065349 | 4 | 0.2% | |
| 0.077777766 | 4 | 0.2% | |
| 0.17777774 | 4 | 0.2% | |
| 0.56296283 | 4 | 0.2% | |
| 0.4296295 | 4 | 0.2% | |
| Other values (1774) | 2147 | 92.9% |
| Value | Count | Frequency (%) | |
| -1.5894573e-08 | 1 | < 0.1% | |
| 0 | 49 | 2.1% | |
| 0.018518496 | 1 | < 0.1% | |
| 0.018518511 | 1 | < 0.1% | |
| 0.018518519 | 1 | < 0.1% | |
| 0.01851852 | 2 | 0.1% | |
| 0.02962962 | 1 | < 0.1% | |
| 0.029629624 | 1 | < 0.1% | |
| 0.029629627 | 1 | < 0.1% | |
| 0.029629631 | 3 | 0.1% |
| Value | Count | Frequency (%) | |
| 1386.3292 | 2 | 0.1% | |
| 1039.5408 | 1 | < 0.1% | |
| 889.3629 | 1 | < 0.1% | |
| 662.35547 | 1 | < 0.1% | |
| 650.42957 | 1 | < 0.1% | |
| 488.02975 | 1 | < 0.1% | |
| 409.39636 | 1 | < 0.1% | |
| 377.9295 | 1 | < 0.1% | |
| 338.64075 | 1 | < 0.1% | |
| 263.09634 | 1 | < 0.1% |
| Distinct count | 1271 |
|---|---|
| Unique (%) | 55.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 37.051595338939826 |
|---|---|
| Minimum | 0.0 |
| Maximum | 143.44444 |
| Zeros | 47 |
| Zeros (%) | 2.0% |
| Memory size | 18.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.7407407 |
| Q1 | 7.296296 |
| median | 21.592592 |
| Q3 | 53.2129635 |
| 95-th percentile | 125.3000018 |
| Maximum | 143.44444 |
| Range | 143.44444 |
| Interquartile range (IQR) | 45.9166675 |
Descriptive statistics
| Standard deviation | 38.17640979 |
|---|---|
| Coefficient of variation (CV) | 1.030358057 |
| Kurtosis | 0.5672280977 |
| Mean | 37.05159534 |
| Median Absolute Deviation (MAD) | 18.0740736 |
| Skewness | 1.274080793 |
| Sum | 85589.18523 |
| Variance | 1457.438265 |
| Value | Count | Frequency (%) | |
| 0 | 47 | 2.0% | |
| 1.1481482 | 10 | 0.4% | |
| 0.7407407 | 10 | 0.4% | |
| 0.7037037 | 8 | 0.3% | |
| 0.037037037 | 8 | 0.3% | |
| 6.259259 | 8 | 0.3% | |
| 1.3703704 | 8 | 0.3% | |
| 5 | 7 | 0.3% | |
| 16.185184 | 7 | 0.3% | |
| 6.4074073 | 7 | 0.3% | |
| 15.37037 | 7 | 0.3% | |
| 6.4444447 | 7 | 0.3% | |
| 1.4074074 | 7 | 0.3% | |
| 0.6666667 | 6 | 0.3% | |
| 0.5555556 | 6 | 0.3% | |
| 19.592592 | 6 | 0.3% | |
| 0.7777778 | 6 | 0.3% | |
| 1.2222222 | 6 | 0.3% | |
| 1.5185186 | 6 | 0.3% | |
| 1.7777778 | 6 | 0.3% | |
| 6.6666665 | 6 | 0.3% | |
| 5.851852 | 6 | 0.3% | |
| 5.888889 | 6 | 0.3% | |
| 6.4814816 | 6 | 0.3% | |
| 0.5185185 | 6 | 0.3% | |
| Other values (1246) | 2097 | 90.8% |
| Value | Count | Frequency (%) | |
| 0 | 47 | 2.0% | |
| 0.037037037 | 8 | 0.3% | |
| 0.074074075 | 3 | 0.1% | |
| 0.11111111 | 2 | 0.1% | |
| 0.14814815 | 2 | 0.1% | |
| 0.18518518 | 1 | < 0.1% | |
| 0.22222222 | 3 | 0.1% | |
| 0.25925925 | 4 | 0.2% | |
| 0.2962963 | 3 | 0.1% | |
| 0.33333334 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 143.44444 | 2 | 0.1% | |
| 141.81482 | 1 | < 0.1% | |
| 141.59259 | 1 | < 0.1% | |
| 141.55556 | 1 | < 0.1% | |
| 140.77777 | 1 | < 0.1% | |
| 140.40741 | 1 | < 0.1% | |
| 140.2963 | 1 | < 0.1% | |
| 140.25926 | 1 | < 0.1% | |
| 138.62962 | 2 | 0.1% | |
| 138.07408 | 2 | 0.1% |
| Distinct count | 681 |
|---|---|
| Unique (%) | 29.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 32.82130841288312 |
|---|---|
| Minimum | 0.0 |
| Maximum | 137.11111 |
| Zeros | 138 |
| Zeros (%) | 6.0% |
| Memory size | 18.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 7 |
| median | 19.555555 |
| Q3 | 47.333332 |
| 95-th percentile | 114.22222 |
| Maximum | 137.11111 |
| Range | 137.11111 |
| Interquartile range (IQR) | 40.333332 |
Descriptive statistics
| Standard deviation | 35.03677426 |
|---|---|
| Coefficient of variation (CV) | 1.067500839 |
| Kurtosis | 0.8102541531 |
| Mean | 32.82130841 |
| Median Absolute Deviation (MAD) | 17.33333385 |
| Skewness | 1.33148208 |
| Sum | 75817.22243 |
| Variance | 1227.575551 |
| Value | Count | Frequency (%) | |
| 0 | 138 | 6.0% | |
| 0.11111111 | 32 | 1.4% | |
| 1 | 23 | 1.0% | |
| 7.5555553 | 20 | 0.9% | |
| 0.5555556 | 18 | 0.8% | |
| 0.22222222 | 18 | 0.8% | |
| 0.33333334 | 17 | 0.7% | |
| 0.44444445 | 14 | 0.6% | |
| 7.4444447 | 14 | 0.6% | |
| 6.5555553 | 14 | 0.6% | |
| 4.111111 | 13 | 0.6% | |
| 6.888889 | 13 | 0.6% | |
| 1.1111112 | 13 | 0.6% | |
| 7 | 13 | 0.6% | |
| 7.3333335 | 12 | 0.5% | |
| 7.111111 | 12 | 0.5% | |
| 0.6666667 | 12 | 0.5% | |
| 53.444443 | 11 | 0.5% | |
| 0.8888889 | 11 | 0.5% | |
| 7.6666665 | 10 | 0.4% | |
| 6.7777777 | 10 | 0.4% | |
| 7.7777777 | 10 | 0.4% | |
| 11.666667 | 10 | 0.4% | |
| 0.7777778 | 10 | 0.4% | |
| 10.888889 | 10 | 0.4% | |
| Other values (656) | 1832 | 79.3% |
| Value | Count | Frequency (%) | |
| 0 | 138 | 6.0% | |
| 0.11111111 | 32 | 1.4% | |
| 0.22222222 | 18 | 0.8% | |
| 0.33333334 | 17 | 0.7% | |
| 0.44444445 | 14 | 0.6% | |
| 0.5555556 | 18 | 0.8% | |
| 0.6666667 | 12 | 0.5% | |
| 0.7777778 | 10 | 0.4% | |
| 0.8888889 | 11 | 0.5% | |
| 1 | 23 | 1.0% |
| Value | Count | Frequency (%) | |
| 137.11111 | 1 | < 0.1% | |
| 136.88889 | 2 | 0.1% | |
| 135.11111 | 1 | < 0.1% | |
| 134.88889 | 1 | < 0.1% | |
| 134.66667 | 1 | < 0.1% | |
| 134.33334 | 2 | 0.1% | |
| 133.88889 | 1 | < 0.1% | |
| 133.33334 | 2 | 0.1% | |
| 133 | 1 | < 0.1% | |
| 132.55556 | 3 | 0.1% |
| Distinct count | 781 |
|---|---|
| Unique (%) | 33.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 44.187879274662336 |
|---|---|
| Minimum | 0.0 |
| Maximum | 150.88889 |
| Zeros | 47 |
| Zeros (%) | 2.0% |
| Memory size | 18.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1.8888888 |
| Q1 | 9.555555 |
| median | 27.666667 |
| Q3 | 64.88889 |
| 95-th percentile | 140.727786 |
| Maximum | 150.88889 |
| Range | 150.88889 |
| Interquartile range (IQR) | 55.333335 |
Descriptive statistics
| Standard deviation | 43.52746112 |
|---|---|
| Coefficient of variation (CV) | 0.9850543144 |
| Kurtosis | 0.1124584103 |
| Mean | 44.18787927 |
| Median Absolute Deviation (MAD) | 21.555556 |
| Skewness | 1.124643103 |
| Sum | 102074.0011 |
| Variance | 1894.639872 |
| Value | Count | Frequency (%) | |
| 0 | 47 | 2.0% | |
| 6.4444447 | 17 | 0.7% | |
| 6.6666665 | 15 | 0.6% | |
| 7.2222223 | 15 | 0.6% | |
| 7.6666665 | 13 | 0.6% | |
| 7.3333335 | 13 | 0.6% | |
| 7.4444447 | 12 | 0.5% | |
| 9 | 11 | 0.5% | |
| 13.111111 | 10 | 0.4% | |
| 5.6666665 | 10 | 0.4% | |
| 6.5555553 | 10 | 0.4% | |
| 3.8888888 | 10 | 0.4% | |
| 6 | 10 | 0.4% | |
| 6.7777777 | 10 | 0.4% | |
| 6.2222223 | 9 | 0.4% | |
| 4.666667 | 9 | 0.4% | |
| 48.22222 | 9 | 0.4% | |
| 9.444445 | 9 | 0.4% | |
| 1.2222222 | 9 | 0.4% | |
| 11.888889 | 9 | 0.4% | |
| 6.888889 | 9 | 0.4% | |
| 56.333332 | 9 | 0.4% | |
| 28.777779 | 9 | 0.4% | |
| 25.777779 | 9 | 0.4% | |
| 8 | 9 | 0.4% | |
| Other values (756) | 2008 | 86.9% |
| Value | Count | Frequency (%) | |
| 0 | 47 | 2.0% | |
| 0.11111111 | 8 | 0.3% | |
| 0.22222222 | 3 | 0.1% | |
| 0.33333334 | 2 | 0.1% | |
| 0.44444445 | 3 | 0.1% | |
| 0.5555556 | 1 | < 0.1% | |
| 0.6666667 | 5 | 0.2% | |
| 0.7777778 | 4 | 0.2% | |
| 0.8888889 | 1 | < 0.1% | |
| 1 | 2 | 0.1% |
| Value | Count | Frequency (%) | |
| 150.88889 | 2 | 0.1% | |
| 150.11111 | 2 | 0.1% | |
| 149.88889 | 2 | 0.1% | |
| 149.55556 | 1 | < 0.1% | |
| 149.11111 | 1 | < 0.1% | |
| 148.88889 | 1 | < 0.1% | |
| 147.88889 | 2 | 0.1% | |
| 147.55556 | 2 | 0.1% | |
| 147.44444 | 1 | < 0.1% | |
| 147.33334 | 1 | < 0.1% |
| Distinct count | 691 |
|---|---|
| Unique (%) | 29.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 34.145599041406925 |
|---|---|
| Minimum | 0.0 |
| Maximum | 142.55556 |
| Zeros | 117 |
| Zeros (%) | 5.1% |
| Memory size | 18.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 6.02777775 |
| median | 20.333334 |
| Q3 | 46.50000075 |
| 95-th percentile | 120.44444 |
| Maximum | 142.55556 |
| Range | 142.55556 |
| Interquartile range (IQR) | 40.472223 |
Descriptive statistics
| Standard deviation | 36.36477251 |
|---|---|
| Coefficient of variation (CV) | 1.064991493 |
| Kurtosis | 0.9210749011 |
| Mean | 34.14559904 |
| Median Absolute Deviation (MAD) | 17.4444452 |
| Skewness | 1.379774491 |
| Sum | 78876.33379 |
| Variance | 1322.396679 |
| Value | Count | Frequency (%) | |
| 0 | 117 | 5.1% | |
| 0.11111111 | 29 | 1.3% | |
| 3 | 21 | 0.9% | |
| 3.5555556 | 19 | 0.8% | |
| 0.33333334 | 19 | 0.8% | |
| 3.3333333 | 18 | 0.8% | |
| 3.6666667 | 18 | 0.8% | |
| 0.6666667 | 17 | 0.7% | |
| 15.888889 | 16 | 0.7% | |
| 0.22222222 | 15 | 0.6% | |
| 3.4444444 | 15 | 0.6% | |
| 2.6666667 | 14 | 0.6% | |
| 3.7777777 | 14 | 0.6% | |
| 3.1111112 | 14 | 0.6% | |
| 1 | 13 | 0.6% | |
| 2.8888888 | 13 | 0.6% | |
| 3.8888888 | 12 | 0.5% | |
| 1.8888888 | 12 | 0.5% | |
| 16.88889 | 12 | 0.5% | |
| 15.666667 | 12 | 0.5% | |
| 0.44444445 | 12 | 0.5% | |
| 0.5555556 | 12 | 0.5% | |
| 0.7777778 | 11 | 0.5% | |
| 18.444445 | 11 | 0.5% | |
| 3.2222223 | 11 | 0.5% | |
| Other values (666) | 1833 | 79.4% |
| Value | Count | Frequency (%) | |
| 0 | 117 | 5.1% | |
| 0.11111111 | 29 | 1.3% | |
| 0.22222222 | 15 | 0.6% | |
| 0.33333334 | 19 | 0.8% | |
| 0.44444445 | 12 | 0.5% | |
| 0.5555556 | 12 | 0.5% | |
| 0.6666667 | 17 | 0.7% | |
| 0.7777778 | 11 | 0.5% | |
| 0.8888889 | 9 | 0.4% | |
| 1 | 13 | 0.6% |
| Value | Count | Frequency (%) | |
| 142.55556 | 2 | 0.1% | |
| 140 | 1 | < 0.1% | |
| 139.44444 | 2 | 0.1% | |
| 137.88889 | 1 | < 0.1% | |
| 137.44444 | 1 | < 0.1% | |
| 137.33334 | 1 | < 0.1% | |
| 136.66667 | 1 | < 0.1% | |
| 135.33334 | 1 | < 0.1% | |
| 135.11111 | 2 | 0.1% | |
| 135 | 2 | 0.1% |
| Distinct count | 430 |
|---|---|
| Unique (%) | 18.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -12.690860971424245 |
|---|---|
| Minimum | -49.666668 |
| Maximum | 9.888889 |
| Zeros | 50 |
| Zeros (%) | 2.2% |
| Memory size | 18.2 KiB |
Quantile statistics
| Minimum | -49.666668 |
|---|---|
| 5-th percentile | -37.8388905 |
| Q1 | -18.555555 |
| median | -10.888889 |
| Q3 | -4.2222223 |
| 95-th percentile | 3.6666667 |
| Maximum | 9.888889 |
| Range | 59.555557 |
| Interquartile range (IQR) | 14.3333327 |
Descriptive statistics
| Standard deviation | 11.58356159 |
|---|---|
| Coefficient of variation (CV) | -0.9127482851 |
| Kurtosis | 0.4923505354 |
| Mean | -12.69086097 |
| Median Absolute Deviation (MAD) | 7.0000002 |
| Skewness | -0.8853609847 |
| Sum | -29315.88884 |
| Variance | 134.1788991 |
| Value | Count | Frequency (%) | |
| 0 | 50 | 2.2% | |
| -14.333333 | 20 | 0.9% | |
| -10.444445 | 19 | 0.8% | |
| -12 | 19 | 0.8% | |
| -9.222222 | 17 | 0.7% | |
| -1.4444444 | 16 | 0.7% | |
| -4.2222223 | 16 | 0.7% | |
| -9.888889 | 16 | 0.7% | |
| -11.888889 | 16 | 0.7% | |
| -6.888889 | 15 | 0.6% | |
| -10.888889 | 15 | 0.6% | |
| -4.6666665 | 15 | 0.6% | |
| -6.2222223 | 14 | 0.6% | |
| -8.777778 | 14 | 0.6% | |
| -13.555555 | 14 | 0.6% | |
| -5.111111 | 14 | 0.6% | |
| -8.888889 | 14 | 0.6% | |
| -16.444445 | 14 | 0.6% | |
| -1.5555556 | 14 | 0.6% | |
| -8.222222 | 14 | 0.6% | |
| -11.111111 | 13 | 0.6% | |
| -9 | 13 | 0.6% | |
| -13.888889 | 13 | 0.6% | |
| -2.3333333 | 13 | 0.6% | |
| -10.333333 | 13 | 0.6% | |
| Other values (405) | 1899 | 82.2% |
| Value | Count | Frequency (%) | |
| -49.666668 | 1 | < 0.1% | |
| -49.444443 | 1 | < 0.1% | |
| -49.11111 | 1 | < 0.1% | |
| -48.22222 | 2 | 0.1% | |
| -47.666668 | 2 | 0.1% | |
| -47.444443 | 3 | 0.1% | |
| -46.88889 | 2 | 0.1% | |
| -46.77778 | 1 | < 0.1% | |
| -46.555557 | 1 | < 0.1% | |
| -46.333332 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 9.888889 | 1 | < 0.1% | |
| 7.2222223 | 1 | < 0.1% | |
| 6.7777777 | 1 | < 0.1% | |
| 6.3333335 | 1 | < 0.1% | |
| 6.2222223 | 1 | < 0.1% | |
| 6 | 1 | < 0.1% | |
| 5.888889 | 3 | 0.1% | |
| 5.7777777 | 2 | 0.1% | |
| 5.6666665 | 4 | 0.2% | |
| 5.5555553 | 1 | < 0.1% |
| Distinct count | 636 |
|---|---|
| Unique (%) | 27.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 21.40885041904762 |
|---|---|
| Minimum | -12.444445 |
| Maximum | 82.0 |
| Zeros | 48 |
| Zeros (%) | 2.1% |
| Memory size | 18.2 KiB |
Quantile statistics
| Minimum | -12.444445 |
|---|---|
| 5-th percentile | -6 |
| Q1 | 4.138888825 |
| median | 19.666666 |
| Q3 | 35.77778 |
| 95-th percentile | 53.77778 |
| Maximum | 82 |
| Range | 94.444445 |
| Interquartile range (IQR) | 31.63889118 |
Descriptive statistics
| Standard deviation | 19.57181926 |
|---|---|
| Coefficient of variation (CV) | 0.9141929099 |
| Kurtosis | -0.5186508927 |
| Mean | 21.40885042 |
| Median Absolute Deviation (MAD) | 15.666666 |
| Skewness | 0.4201235152 |
| Sum | 49454.44447 |
| Variance | 383.0561092 |
| Value | Count | Frequency (%) | |
| 0 | 48 | 2.1% | |
| 3.1111112 | 19 | 0.8% | |
| 3.3333333 | 13 | 0.6% | |
| 25.444445 | 13 | 0.6% | |
| -4.888889 | 12 | 0.5% | |
| 1.7777778 | 11 | 0.5% | |
| -3.4444444 | 11 | 0.5% | |
| 19.666666 | 11 | 0.5% | |
| 4.6666665 | 10 | 0.4% | |
| 31.333334 | 10 | 0.4% | |
| 27.666666 | 10 | 0.4% | |
| 4.111111 | 10 | 0.4% | |
| 0.22222222 | 10 | 0.4% | |
| 23.88889 | 10 | 0.4% | |
| 2.7777777 | 10 | 0.4% | |
| 14.444445 | 10 | 0.4% | |
| 2.6666667 | 10 | 0.4% | |
| 12.666667 | 10 | 0.4% | |
| 2.8888888 | 9 | 0.4% | |
| 10.333333 | 9 | 0.4% | |
| 21.444445 | 9 | 0.4% | |
| 2.4444444 | 9 | 0.4% | |
| 5.2222223 | 9 | 0.4% | |
| 25.88889 | 9 | 0.4% | |
| 19.444445 | 9 | 0.4% | |
| Other values (611) | 2009 | 87.0% |
| Value | Count | Frequency (%) | |
| -12.444445 | 1 | < 0.1% | |
| -12.111111 | 1 | < 0.1% | |
| -12 | 2 | 0.1% | |
| -11.666667 | 2 | 0.1% | |
| -11.444445 | 2 | 0.1% | |
| -11.111111 | 3 | 0.1% | |
| -11 | 2 | 0.1% | |
| -10.777778 | 1 | < 0.1% | |
| -10.333333 | 2 | 0.1% | |
| -10.222222 | 3 | 0.1% |
| Value | Count | Frequency (%) | |
| 82 | 1 | < 0.1% | |
| 79.44444 | 1 | < 0.1% | |
| 79.22222 | 2 | 0.1% | |
| 78.77778 | 3 | 0.1% | |
| 78.111115 | 1 | < 0.1% | |
| 77.666664 | 1 | < 0.1% | |
| 77.55556 | 2 | 0.1% | |
| 77.44444 | 1 | < 0.1% | |
| 76.888885 | 1 | < 0.1% | |
| 75.55556 | 1 | < 0.1% |
| Distinct count | 377 |
|---|---|
| Unique (%) | 16.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -8.71798940452381 |
|---|---|
| Minimum | -33.88889 |
| Maximum | 24.666666 |
| Zeros | 47 |
| Zeros (%) | 2.0% |
| Memory size | 18.2 KiB |
Quantile statistics
| Minimum | -33.88889 |
|---|---|
| 5-th percentile | -24.11111 |
| Q1 | -16.777779 |
| median | -10.888889 |
| Q3 | -3.2222223 |
| 95-th percentile | 15.555555 |
| Maximum | 24.666666 |
| Range | 58.555556 |
| Interquartile range (IQR) | 13.5555567 |
Descriptive statistics
| Standard deviation | 11.55162843 |
|---|---|
| Coefficient of variation (CV) | -1.325033548 |
| Kurtosis | 0.04250924588 |
| Mean | -8.717989405 |
| Median Absolute Deviation (MAD) | 6.777777 |
| Skewness | 0.7814217002 |
| Sum | -20138.55552 |
| Variance | 133.4401193 |
| Value | Count | Frequency (%) | |
| 0 | 47 | 2.0% | |
| -7.6666665 | 22 | 1.0% | |
| -14.222222 | 20 | 0.9% | |
| -14.777778 | 19 | 0.8% | |
| -7.2222223 | 18 | 0.8% | |
| -13.444445 | 18 | 0.8% | |
| -15.777778 | 18 | 0.8% | |
| -15 | 17 | 0.7% | |
| -8 | 16 | 0.7% | |
| -14.444445 | 16 | 0.7% | |
| -13.666667 | 16 | 0.7% | |
| -12.333333 | 16 | 0.7% | |
| -1.7777778 | 15 | 0.6% | |
| -14.111111 | 15 | 0.6% | |
| -22.666666 | 15 | 0.6% | |
| -8.666667 | 15 | 0.6% | |
| -12.222222 | 14 | 0.6% | |
| -7 | 14 | 0.6% | |
| -17.222221 | 14 | 0.6% | |
| -7.4444447 | 14 | 0.6% | |
| -14 | 14 | 0.6% | |
| -7.5555553 | 14 | 0.6% | |
| -3.8888888 | 13 | 0.6% | |
| -17.555555 | 13 | 0.6% | |
| -8.111111 | 13 | 0.6% | |
| Other values (352) | 1884 | 81.6% |
| Value | Count | Frequency (%) | |
| -33.88889 | 2 | 0.1% | |
| -32.88889 | 1 | < 0.1% | |
| -32.333332 | 1 | < 0.1% | |
| -30.777779 | 1 | < 0.1% | |
| -30.555555 | 5 | 0.2% | |
| -30.333334 | 1 | < 0.1% | |
| -30.11111 | 3 | 0.1% | |
| -30 | 1 | < 0.1% | |
| -29.777779 | 1 | < 0.1% | |
| -29.444445 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 24.666666 | 1 | < 0.1% | |
| 22.222221 | 1 | < 0.1% | |
| 21.88889 | 2 | 0.1% | |
| 21.666666 | 1 | < 0.1% | |
| 21.222221 | 1 | < 0.1% | |
| 20.666666 | 3 | 0.1% | |
| 20.555555 | 1 | < 0.1% | |
| 20.333334 | 3 | 0.1% | |
| 20 | 2 | 0.1% | |
| 19.88889 | 1 | < 0.1% |
| Distinct count | 785 |
|---|---|
| Unique (%) | 34.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 45.137470414792205 |
|---|---|
| Minimum | 0.0 |
| Maximum | 150.88889 |
| Zeros | 47 |
| Zeros (%) | 2.0% |
| Memory size | 18.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1.8888888 |
| Q1 | 11.555555 |
| median | 28.666666 |
| Q3 | 64.88889 |
| 95-th percentile | 140.727786 |
| Maximum | 150.88889 |
| Range | 150.88889 |
| Interquartile range (IQR) | 53.333335 |
Descriptive statistics
| Standard deviation | 42.92176362 |
|---|---|
| Coefficient of variation (CV) | 0.95091203 |
| Kurtosis | 0.1630799833 |
| Mean | 45.13747041 |
| Median Absolute Deviation (MAD) | 21.555555 |
| Skewness | 1.134267904 |
| Sum | 104267.5567 |
| Variance | 1842.277792 |
| Value | Count | Frequency (%) | |
| 0 | 47 | 2.0% | |
| 7.6666665 | 14 | 0.6% | |
| 7.7777777 | 14 | 0.6% | |
| 7.2222223 | 13 | 0.6% | |
| 7.5555553 | 12 | 0.5% | |
| 8 | 11 | 0.5% | |
| 6.888889 | 11 | 0.5% | |
| 8.444445 | 11 | 0.5% | |
| 3.8888888 | 10 | 0.4% | |
| 23.88889 | 10 | 0.4% | |
| 7.3333335 | 10 | 0.4% | |
| 7.4444447 | 10 | 0.4% | |
| 28.777779 | 10 | 0.4% | |
| 48.22222 | 9 | 0.4% | |
| 56.333332 | 9 | 0.4% | |
| 1.2222222 | 9 | 0.4% | |
| 9 | 9 | 0.4% | |
| 7.888889 | 9 | 0.4% | |
| 15.888889 | 9 | 0.4% | |
| 7.111111 | 8 | 0.3% | |
| 3.2222223 | 8 | 0.3% | |
| 3.5555556 | 8 | 0.3% | |
| 60.666668 | 8 | 0.3% | |
| 21 | 8 | 0.3% | |
| 2.8888888 | 8 | 0.3% | |
| Other values (760) | 2025 | 87.7% |
| Value | Count | Frequency (%) | |
| 0 | 47 | 2.0% | |
| 0.11111111 | 8 | 0.3% | |
| 0.22222222 | 3 | 0.1% | |
| 0.33333334 | 2 | 0.1% | |
| 0.44444445 | 3 | 0.1% | |
| 0.5555556 | 1 | < 0.1% | |
| 0.6666667 | 5 | 0.2% | |
| 0.7777778 | 4 | 0.2% | |
| 0.8888889 | 1 | < 0.1% | |
| 1 | 2 | 0.1% |
| Value | Count | Frequency (%) | |
| 150.88889 | 2 | 0.1% | |
| 150.11111 | 2 | 0.1% | |
| 149.88889 | 2 | 0.1% | |
| 149.55556 | 1 | < 0.1% | |
| 149.11111 | 1 | < 0.1% | |
| 148.88889 | 1 | < 0.1% | |
| 147.88889 | 2 | 0.1% | |
| 147.55556 | 2 | 0.1% | |
| 147.44444 | 1 | < 0.1% | |
| 147.33334 | 1 | < 0.1% |
| Distinct count | 1899 |
|---|---|
| Unique (%) | 82.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.42689297609740257 |
|---|---|
| Minimum | 0.0 |
| Maximum | 1.0 |
| Zeros | 47 |
| Zeros (%) | 2.0% |
| Memory size | 18.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.152065382 |
| Q1 | 0.2842348625 |
| median | 0.37480313 |
| Q3 | 0.54012346 |
| 95-th percentile | 0.9486904865 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.2558885975 |
Descriptive statistics
| Standard deviation | 0.2283094174 |
|---|---|
| Coefficient of variation (CV) | 0.5348165235 |
| Kurtosis | 0.4195104939 |
| Mean | 0.4268929761 |
| Median Absolute Deviation (MAD) | 0.108204425 |
| Skewness | 0.9446758805 |
| Sum | 986.1227748 |
| Variance | 0.05212519006 |
| Value | Count | Frequency (%) | |
| 1 | 66 | 2.9% | |
| 0 | 47 | 2.0% | |
| 0.11111111 | 9 | 0.4% | |
| 0.9777778 | 9 | 0.4% | |
| 0.984127 | 7 | 0.3% | |
| 0.9861111 | 7 | 0.3% | |
| 0.22222222 | 6 | 0.3% | |
| 0.7777778 | 6 | 0.3% | |
| 0.8888889 | 6 | 0.3% | |
| 0.56415343 | 5 | 0.2% | |
| 0.53858024 | 5 | 0.2% | |
| 0.962963 | 4 | 0.2% | |
| 0.5813492 | 4 | 0.2% | |
| 0.9814815 | 4 | 0.2% | |
| 0.5555556 | 4 | 0.2% | |
| 0.537037 | 4 | 0.2% | |
| 0.56349206 | 3 | 0.1% | |
| 0.5456349 | 3 | 0.1% | |
| 0.9722222 | 3 | 0.1% | |
| 0.29078844 | 3 | 0.1% | |
| 0.28575617 | 3 | 0.1% | |
| 0.5438712 | 3 | 0.1% | |
| 0.5591711 | 3 | 0.1% | |
| 0.33333334 | 3 | 0.1% | |
| 0.56613755 | 3 | 0.1% | |
| Other values (1874) | 2090 | 90.5% |
| Value | Count | Frequency (%) | |
| 0 | 47 | 2.0% | |
| 0.06888328 | 1 | < 0.1% | |
| 0.07980576 | 1 | < 0.1% | |
| 0.08501683 | 1 | < 0.1% | |
| 0.09259259 | 1 | < 0.1% | |
| 0.09277301 | 2 | 0.1% | |
| 0.09518399 | 1 | < 0.1% | |
| 0.09626316 | 2 | 0.1% | |
| 0.096352234 | 2 | 0.1% | |
| 0.09656084 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 1 | 66 | 2.9% | |
| 0.9876543 | 2 | 0.1% | |
| 0.9861111 | 7 | 0.3% | |
| 0.984127 | 7 | 0.3% | |
| 0.9814815 | 4 | 0.2% | |
| 0.9777778 | 9 | 0.4% | |
| 0.97376543 | 2 | 0.1% | |
| 0.9722222 | 3 | 0.1% | |
| 0.9702381 | 1 | < 0.1% | |
| 0.9691358 | 1 | < 0.1% |
| Distinct count | 1937 |
|---|---|
| Unique (%) | 83.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -1.3628969628348917 |
|---|---|
| Minimum | -3.0441751 |
| Maximum | 2.9124804 |
| Zeros | 47 |
| Zeros (%) | 2.0% |
| Memory size | 18.2 KiB |
Quantile statistics
| Minimum | -3.0441751 |
|---|---|
| 5-th percentile | -2.38881642 |
| Q1 | -2.188057075 |
| median | -2.05120005 |
| Q3 | -1.5623083 |
| 95-th percentile | 2.3683105 |
| Maximum | 2.9124804 |
| Range | 5.9566555 |
| Interquartile range (IQR) | 0.625748775 |
Descriptive statistics
| Standard deviation | 1.545335443 |
|---|---|
| Coefficient of variation (CV) | -1.133860802 |
| Kurtosis | 1.540804212 |
| Mean | -1.362896963 |
| Median Absolute Deviation (MAD) | 0.21397445 |
| Skewness | 1.782163506 |
| Sum | -3148.291984 |
| Variance | 2.388061632 |
| Value | Count | Frequency (%) | |
| -2.0943952 | 73 | 3.2% | |
| 0 | 47 | 2.0% | |
| -2.0712416 | 6 | 0.3% | |
| -2.133095 | 5 | 0.2% | |
| -2.123254 | 5 | 0.2% | |
| -2.0487173 | 4 | 0.2% | |
| -2.0131435 | 4 | 0.2% | |
| -1.8611541 | 3 | 0.1% | |
| -2.2375617 | 3 | 0.1% | |
| -2.0750706 | 3 | 0.1% | |
| -2.132635 | 3 | 0.1% | |
| -2.0011246 | 3 | 0.1% | |
| -2.0561552 | 3 | 0.1% | |
| -2.1239047 | 3 | 0.1% | |
| -1.9875989 | 3 | 0.1% | |
| -2.1062348 | 2 | 0.1% | |
| -1.8025542 | 2 | 0.1% | |
| -2.1445074 | 2 | 0.1% | |
| -2.3779652 | 2 | 0.1% | |
| -2.0522583 | 2 | 0.1% | |
| -2.2205532 | 2 | 0.1% | |
| -2.4445627 | 2 | 0.1% | |
| -2.4346924 | 2 | 0.1% | |
| -2.11184 | 2 | 0.1% | |
| -2.0978148 | 2 | 0.1% | |
| Other values (1912) | 2122 | 91.9% |
| Value | Count | Frequency (%) | |
| -3.0441751 | 1 | < 0.1% | |
| -3.015081 | 1 | < 0.1% | |
| -2.869948 | 1 | < 0.1% | |
| -2.6393893 | 1 | < 0.1% | |
| -2.6186507 | 1 | < 0.1% | |
| -2.593825 | 1 | < 0.1% | |
| -2.5891109 | 1 | < 0.1% | |
| -2.587228 | 1 | < 0.1% | |
| -2.5736349 | 1 | < 0.1% | |
| -2.5733812 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 2.9124804 | 1 | < 0.1% | |
| 2.87512 | 1 | < 0.1% | |
| 2.8649306 | 2 | 0.1% | |
| 2.8434196 | 1 | < 0.1% | |
| 2.835614 | 1 | < 0.1% | |
| 2.8348217 | 1 | < 0.1% | |
| 2.8271055 | 1 | < 0.1% | |
| 2.7916744 | 1 | < 0.1% | |
| 2.7898002 | 2 | 0.1% | |
| 2.769038 | 1 | < 0.1% |
| Distinct count | 7 |
|---|---|
| Unique (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.0 |
|---|---|
| Minimum | 0 |
| Maximum | 6 |
| Zeros | 330 |
| Zeros (%) | 14.3% |
| Memory size | 18.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 3 |
| Q3 | 5 |
| 95-th percentile | 6 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 2.000433041 |
|---|---|
| Coefficient of variation (CV) | 0.6668110137 |
| Kurtosis | -1.250107943 |
| Mean | 3 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0 |
| Sum | 6930 |
| Variance | 4.001732352 |
| Value | Count | Frequency (%) | |
| 5 | 330 | 14.3% | |
| 3 | 330 | 14.3% | |
| 1 | 330 | 14.3% | |
| 6 | 330 | 14.3% | |
| 4 | 330 | 14.3% | |
| 2 | 330 | 14.3% | |
| 0 | 330 | 14.3% |
| Value | Count | Frequency (%) | |
| 0 | 330 | 14.3% | |
| 1 | 330 | 14.3% | |
| 2 | 330 | 14.3% | |
| 3 | 330 | 14.3% | |
| 4 | 330 | 14.3% | |
| 5 | 330 | 14.3% | |
| 6 | 330 | 14.3% |
| Value | Count | Frequency (%) | |
| 6 | 330 | 14.3% | |
| 5 | 330 | 14.3% | |
| 4 | 330 | 14.3% | |
| 3 | 330 | 14.3% | |
| 2 | 330 | 14.3% | |
| 1 | 330 | 14.3% | |
| 0 | 330 | 14.3% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.First rows
| region-centroid-col | region-centroid-row | region-pixel-count | short-line-density-5 | short-line-density-2 | vedge-mean | vedge-sd | hedge-mean | hedge-sd | intensity-mean | rawred-mean | rawblue-mean | rawgreen-mean | exred-mean | exblue-mean | exgreen-mean | value-mean | saturatoin-mean | hue-mean | target | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 140.0 | 125.0 | 9.0 | 0.000000 | 0.0 | 0.277778 | 0.062963 | 0.666667 | 0.311111 | 6.185185 | 7.333334 | 7.666666 | 3.555556 | 3.444444 | 4.444445 | -7.888889 | 7.777778 | 0.545635 | -1.121818 | 0 |
| 1 | 188.0 | 133.0 | 9.0 | 0.000000 | 0.0 | 0.333333 | 0.266667 | 0.500000 | 0.077778 | 6.666666 | 8.333334 | 7.777778 | 3.888889 | 5.000000 | 3.333333 | -8.333333 | 8.444445 | 0.538580 | -0.924817 | 0 |
| 2 | 105.0 | 139.0 | 9.0 | 0.000000 | 0.0 | 0.277778 | 0.107407 | 0.833333 | 0.522222 | 6.111111 | 7.555555 | 7.222222 | 3.555556 | 4.333334 | 3.333333 | -7.666666 | 7.555555 | 0.532628 | -0.965946 | 0 |
| 3 | 34.0 | 137.0 | 9.0 | 0.000000 | 0.0 | 0.500000 | 0.166667 | 1.111111 | 0.474074 | 5.851852 | 7.777778 | 6.444445 | 3.333333 | 5.777778 | 1.777778 | -7.555555 | 7.777778 | 0.573633 | -0.744272 | 0 |
| 4 | 39.0 | 111.0 | 9.0 | 0.000000 | 0.0 | 0.722222 | 0.374074 | 0.888889 | 0.429629 | 6.037037 | 7.000000 | 7.666666 | 3.444444 | 2.888889 | 4.888889 | -7.777778 | 7.888889 | 0.562919 | -1.175773 | 0 |
| 5 | 16.0 | 128.0 | 9.0 | 0.000000 | 0.0 | 0.500000 | 0.077778 | 0.666667 | 0.311111 | 5.555555 | 6.888889 | 6.666666 | 3.111111 | 4.000000 | 3.333333 | -7.333334 | 7.111111 | 0.561508 | -0.985811 | 0 |
| 6 | 26.0 | 67.0 | 9.0 | 0.111111 | 0.0 | 1.000000 | 0.888890 | 2.444445 | 3.185185 | 20.000000 | 19.555555 | 25.888890 | 14.555555 | -1.333333 | 17.666666 | -16.333334 | 25.888890 | 0.436939 | -1.623202 | 0 |
| 7 | 14.0 | 110.0 | 9.0 | 0.000000 | 0.0 | 1.722222 | 5.351850 | 2.666667 | 1.022223 | 17.925926 | 18.888890 | 21.444445 | 13.444445 | 2.888889 | 10.555555 | -13.444445 | 21.444445 | 0.368848 | -1.345096 | 0 |
| 8 | 11.0 | 108.0 | 9.0 | 0.000000 | 0.0 | 1.333333 | 0.800000 | 1.388889 | 0.951852 | 17.666666 | 19.000000 | 21.111110 | 12.888889 | 4.000000 | 10.333333 | -14.333333 | 21.111110 | 0.388756 | -1.302133 | 0 |
| 9 | 85.0 | 101.0 | 9.0 | 0.000000 | 0.0 | 1.333333 | 1.288888 | 1.277778 | 1.218518 | 21.296297 | 21.222221 | 26.777779 | 15.888889 | -0.222222 | 16.444445 | -16.222221 | 26.777779 | 0.404792 | -1.558599 | 0 |
Last rows
| region-centroid-col | region-centroid-row | region-pixel-count | short-line-density-5 | short-line-density-2 | vedge-mean | vedge-sd | hedge-mean | hedge-sd | intensity-mean | rawred-mean | rawblue-mean | rawgreen-mean | exred-mean | exblue-mean | exgreen-mean | value-mean | saturatoin-mean | hue-mean | target | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2300 | 152.0 | 155.0 | 9.0 | 0.000000 | 0.0 | 0.500000 | 0.611111 | 10.777778 | 131.807390 | 7.296296 | 5.333334 | 11.000000 | 5.555555 | -5.888889 | 11.111111 | -5.222222 | 11.000000 | 0.500000 | -2.115567 | 6 |
| 2301 | 79.0 | 154.0 | 9.0 | 0.000000 | 0.0 | 1.111111 | 1.585185 | 0.166667 | 0.077778 | 0.740741 | 0.444444 | 1.555556 | 0.222222 | -0.888889 | 2.444444 | -1.555556 | 1.555556 | 0.288889 | -1.919639 | 6 |
| 2302 | 166.0 | 154.0 | 9.0 | 0.000000 | 0.0 | 0.111111 | 0.029630 | 0.444444 | 0.074074 | 0.703704 | 0.222222 | 1.888889 | 0.000000 | -1.444444 | 3.555556 | -2.111111 | 1.888889 | 1.000000 | -2.017510 | 6 |
| 2303 | 173.0 | 158.0 | 9.0 | 0.111111 | 0.0 | 1.888889 | 3.674074 | 1.166667 | 0.477778 | 8.370370 | 7.111111 | 11.777778 | 6.222222 | -3.777778 | 10.222222 | -6.444445 | 11.777778 | 0.472975 | -1.904651 | 1 |
| 2304 | 233.0 | 159.0 | 9.0 | 0.000000 | 0.0 | 2.500000 | 0.522222 | 1.277778 | 1.574074 | 6.629630 | 5.111111 | 10.111111 | 4.666667 | -4.555555 | 10.444445 | -5.888889 | 10.111111 | 0.541667 | -1.999443 | 1 |
| 2305 | 32.0 | 158.0 | 9.0 | 0.000000 | 0.0 | 0.944445 | 0.862963 | 0.833333 | 0.611111 | 7.962963 | 6.333334 | 11.888889 | 5.666666 | -4.888889 | 11.777778 | -6.888889 | 11.888889 | 0.520578 | -1.982834 | 1 |
| 2306 | 8.0 | 162.0 | 9.0 | 0.111111 | 0.0 | 1.611111 | 2.062962 | 0.333333 | 0.133333 | 8.370370 | 6.666666 | 12.000000 | 6.444445 | -5.111111 | 10.888889 | -5.777778 | 12.000000 | 0.484805 | -2.044946 | 1 |
| 2307 | 128.0 | 161.0 | 9.0 | 0.000000 | 0.0 | 0.555555 | 0.251852 | 0.777778 | 0.162963 | 7.148148 | 5.555555 | 10.888889 | 5.000000 | -4.777778 | 11.222222 | -6.444445 | 10.888889 | 0.540918 | -1.996307 | 1 |
| 2308 | 150.0 | 158.0 | 9.0 | 0.000000 | 0.0 | 2.166667 | 1.633334 | 1.388889 | 0.418518 | 8.444445 | 7.000000 | 12.222222 | 6.111111 | -4.333334 | 11.333333 | -7.000000 | 12.222222 | 0.503086 | -1.943449 | 1 |
| 2309 | 124.0 | 162.0 | 9.0 | 0.111111 | 0.0 | 1.388889 | 1.129630 | 2.000000 | 0.888889 | 10.037037 | 8.000000 | 14.555555 | 7.555555 | -6.111111 | 13.555555 | -7.444445 | 14.555555 | 0.479931 | -2.029312 | 1 |
Most frequent
| region-centroid-col | region-centroid-row | region-pixel-count | short-line-density-5 | short-line-density-2 | vedge-mean | vedge-sd | hedge-mean | hedge-sd | intensity-mean | rawred-mean | rawblue-mean | rawgreen-mean | exred-mean | exblue-mean | exgreen-mean | value-mean | saturatoin-mean | hue-mean | target | count | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 117 | 137.0 | 182.0 | 9.0 | 0.0 | 0.000000 | 1.833333 | 3.855555 | 3.611111 | 9.218522 | 34.925926 | 31.444445 | 42.888890 | 30.444445 | -10.444445 | 23.888890 | -13.444445 | 42.888890 | 0.285756 | -2.001125 | 4 | 3 |
| 179 | 205.0 | 190.0 | 9.0 | 0.0 | 0.000000 | 1.277777 | 0.998145 | 1.611111 | 1.123816 | 49.481480 | 44.777780 | 60.666668 | 43.000000 | -14.111111 | 33.555557 | -19.444445 | 60.666668 | 0.290788 | -1.987599 | 4 | 3 |
| 0 | 1.0 | 81.0 | 9.0 | 0.0 | 0.000000 | 12.166667 | 267.455540 | 9.222222 | 205.362960 | 21.333334 | 14.000000 | 30.555555 | 19.444445 | -22.000000 | 27.666666 | -5.666666 | 30.555555 | 0.595282 | -2.438409 | 2 | 2 |
| 1 | 2.0 | 44.0 | 9.0 | 0.0 | 0.000000 | 2.166667 | 2.388888 | 2.388890 | 1.529629 | 18.740740 | 17.333334 | 25.222221 | 13.666667 | -4.222222 | 19.444445 | -15.222222 | 25.222221 | 0.457681 | -1.753726 | 0 | 2 |
| 2 | 2.0 | 245.0 | 9.0 | 0.0 | 0.000000 | 1.888889 | 2.162963 | 3.166667 | 3.277778 | 6.407407 | 6.222222 | 6.000000 | 7.000000 | -0.555556 | -1.222222 | 1.777778 | 7.222222 | 0.191049 | 1.756645 | 3 | 2 |
| 3 | 4.0 | 189.0 | 9.0 | 0.0 | 0.000000 | 2.055556 | 3.885185 | 11.722221 | 114.596340 | 26.444445 | 23.444445 | 33.000000 | 22.888890 | -9.000000 | 19.666666 | -10.666667 | 33.000000 | 0.271473 | -2.101002 | 4 | 2 |
| 4 | 4.0 | 201.0 | 9.0 | 0.0 | 0.222222 | 2.722222 | 1.678846 | 5.222221 | 3.124574 | 53.703705 | 47.111110 | 67.222220 | 46.777780 | -19.777779 | 40.555557 | -20.777779 | 67.222220 | 0.308859 | -2.075226 | 4 | 2 |
| 5 | 5.0 | 210.0 | 9.0 | 0.0 | 0.111111 | 2.166667 | 1.669998 | 4.444444 | 2.613356 | 51.296295 | 45.444443 | 64.333336 | 44.111110 | -17.555555 | 39.111110 | -21.555555 | 64.333336 | 0.317566 | -2.020895 | 4 | 2 |
| 6 | 6.0 | 81.0 | 9.0 | 0.0 | 0.111111 | 4.111111 | 8.740745 | 5.722223 | 28.507410 | 12.481482 | 7.666666 | 18.888890 | 10.888889 | -14.444445 | 19.222221 | -4.777778 | 18.888890 | 0.628156 | -2.388561 | 2 | 2 |
| 7 | 7.0 | 18.0 | 9.0 | 0.0 | 0.000000 | 1.277779 | 0.729627 | 0.944445 | 0.374079 | 138.629620 | 133.333340 | 147.555560 | 135.000000 | -15.888889 | 26.777779 | -10.888889 | 147.555560 | 0.096352 | -2.214612 | 5 | 2 |